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08/15/2023
Potential Energy Advantage of Quantum Economy
Energy cost is increasingly crucial in the modern computing industry wit...
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08/13/2023
Estimating and Incentivizing Imperfect-Knowledge Agents with Hidden Rewards
In practice, incentive providers (i.e., principals) often cannot observe...
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05/27/2023
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand
This work is dedicated to the algorithm design in a competitive framewor...
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05/11/2023
Active Learning in the Predict-then-Optimize Framework: A Margin-Based Approach
We develop the first active learning method in the predict-then-optimize...
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04/14/2023
Repeated Principal-Agent Games with Unobserved Agent Rewards and Perfect-Knowledge Agents
Motivated by a number of real-world applications from domains like healt...
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12/01/2022
Path Planning Considering Time-Varying and Uncertain Movement Speed in Multi-Robot Automatic Warehouses: Problem Formulation and Algorithm
Path planning in the multi-robot system refers to calculating a set of a...
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09/17/2022
Quantum Computing Methods for Supply Chain Management
Quantum computing is expected to have transformative influences on many ...
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08/04/2021
Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function
The exploration/exploitation trade-off is an inherent challenge in data-...
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08/21/2020
Urban Bike Lane Planning with Bike Trajectories: Models, Algorithms, and a Real-World Case Study
We study an urban bike lane planning problem based on the fine-grained b...
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09/11/2019